Circle & Search
作者: Junshi HuangSi LiuJunliang XingTao MeiShuicheng Yan
刊名: ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2014, Vol.11 (1), pp.1-21
来源数据库: Association for Computing Machinery Journal
DOI: 10.1145/2632165
关键词: Shoe retrievalattribute learningobject detection
原始语种摘要: Taking the shoe as a concrete example, we present an innovative product retrieval system that leverages object detection and retrieval techniques to support a brand-new online shopping experience in this article. The system, called Circle & Search, enables users to naturally indicate any preferred product by simply circling the product in images as the visual query, and then returns visually and semantically similar products to the users. The system is characterized by introducing attributes in both the detection and retrieval of the shoe. Specifically, we first develop an attribute-aware part-based shoe detection model. By maintaining the consistency between shoe parts and attributes, this shoe detector has the ability to model high-order relations between parts and thus the detection...
全文获取路径: ACM  (合作)

  • retrieval 检索
  • attribute 属性
  • users 使用者
  • query 查询
  • shape 形状
  • detector 探测器检波器
  • accurate 精确的
  • product 产物
  • visual 可见
  • repository 储存库